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Reconstructing a long-term water storage-based drought index in the Yangtze River Basin
Drought is a prolonged dry period in the natural climate cycle, and is one of the most costly
weather events. The Gravity Recovery and Climate Experiment (GRACE) derived terrestrial …
weather events. The Gravity Recovery and Climate Experiment (GRACE) derived terrestrial …
Deep learning-aided temporal downscaling of GRACE-derived terrestrial water storage anomalies across the Contiguous United States
Abstract The Gravity Recovery And Climate Experiment (GRACE) and GRACE-FollowOn
(GRACE (− FO)) satellites have been monitoring Earth's changes in terrestrial water storage …
(GRACE (− FO)) satellites have been monitoring Earth's changes in terrestrial water storage …
Enhancing physically-based flood forecasts through fusion of long short-term memory neural network with unscented Kalman filter
Accurate flood forecasts are vital for reservoir operation and flood prevention. The
unscented Kalman filter (UKF) excels in improving physically-based models flood …
unscented Kalman filter (UKF) excels in improving physically-based models flood …
Reconstructing Groundwater Storage Changes in the North China Plain Using a Numerical Model and GRACE Data
J Zhang, L Hu, J Sun, D Wang - Remote Sensing, 2023 - mdpi.com
Groundwater has been extensively exploited in the North China Plain (NCP) since the
1970s, leading to various environmental issues. Numerous studies have utilized Gravity …
1970s, leading to various environmental issues. Numerous studies have utilized Gravity …
Reconstructing GRACE-derived terrestrial water storage anomalies with in-situ groundwater level measurements and meteorological forcing data
Abstract Study region North China Plain (NCP), China, a semi-arid region with intense
groundwater withdrawals. Study focus This paper developed a framework using …
groundwater withdrawals. Study focus This paper developed a framework using …
Groundwater storage anomalies projection by optimized deep learning refines groundwater management in typical arid basins
The GRACE satellite provides tools for accurately characterizing the spatiotemporal
variations of regional groundwater storage anomalies (GWSA) under the background of …
variations of regional groundwater storage anomalies (GWSA) under the background of …
Filling GRACE data gap using an innovative transformer-based deep learning approach
The terrestrial water storage anomaly (TWSA), derived from the Gravity Recovery and
Climate Experiment (GRACE) and its successor, the GRACE Follow-on (GRACE-FO) …
Climate Experiment (GRACE) and its successor, the GRACE Follow-on (GRACE-FO) …
Understanding the shift in drivers of terrestrial water storage decline in the central Inner Mongolian steppe over the past two decades
X Zhang, X Wu, W Mu, R Zhao, B Ye, Z Bai - Journal of Hydrology, 2024 - Elsevier
Terrestrial water storage (TWS) in mid-latitude arid and semiarid Eurasia steppe is under
threat from climate change and human activities. The central Inner Mongolian steppe is a …
threat from climate change and human activities. The central Inner Mongolian steppe is a …
A Two‐Step Linear Model to Fill the Data Gap Between GRACE and GRACE‐FO Terrestrial Water Storage Anomalies
Abstract The Gravity Recovery and Climate Experiment (GRACE) and its Follow‐On
(GRACE‐FO) missions have revolutionized global terrestrial water storage anomalies …
(GRACE‐FO) missions have revolutionized global terrestrial water storage anomalies …
Assessing the interannual and subseasonal variabilities in water storage using multi-source soil moisture products and GRACE/GRACE-FO satellites and its …
Since 2002, the terrestrial water storage anomalies (TWSA) derived from the Gravity
Recovery and Climate Experiment (GRACE) and its successor, GRACE Follow-on (GRACE …
Recovery and Climate Experiment (GRACE) and its successor, GRACE Follow-on (GRACE …